Fold 0
Model 0 best validation binary_cross_entropy = 0.287842 on epoch 3
Model 0 test binary_cross_entropy = 0.286525
Ensemble test binary_cross_entropy = 0.286525
Fold 1
Model 0 best validation binary_cross_entropy = 0.346177 on epoch 3
Model 0 test binary_cross_entropy = 0.363082
Ensemble test binary_cross_entropy = 0.363082
Fold 2
Model 0 best validation binary_cross_entropy = 0.338497 on epoch 4
Model 0 test binary_cross_entropy = 0.272460
Ensemble test binary_cross_entropy = 0.272460
Fold 3
Model 0 best validation binary_cross_entropy = 0.341142 on epoch 31
Model 0 test binary_cross_entropy = 0.226135
Ensemble test binary_cross_entropy = 0.226135
Fold 4
Model 0 best validation binary_cross_entropy = 0.384625 on epoch 25
Model 0 test binary_cross_entropy = 0.298599
Ensemble test binary_cross_entropy = 0.298599
Fold 5
Model 0 best validation binary_cross_entropy = 0.350902 on epoch 3
Model 0 test binary_cross_entropy = 0.328809
Ensemble test binary_cross_entropy = 0.328809
Fold 6
Model 0 best validation binary_cross_entropy = 0.328180 on epoch 21
Model 0 test binary_cross_entropy = 0.194977
Ensemble test binary_cross_entropy = 0.194977
Fold 7
Model 0 best validation binary_cross_entropy = 0.305157 on epoch 25
Model 0 test binary_cross_entropy = 0.223320
Ensemble test binary_cross_entropy = 0.223320
Fold 8
Model 0 best validation binary_cross_entropy = 0.369693 on epoch 3
Model 0 test binary_cross_entropy = 0.315227
Ensemble test binary_cross_entropy = 0.315227
Fold 9
Model 0 best validation binary_cross_entropy = 0.351735 on epoch 4
Model 0 test binary_cross_entropy = 0.313781
Ensemble test binary_cross_entropy = 0.313781
10-fold cross validation
	Seed 0 ==> test binary_cross_entropy = 0.286525
	Seed 1 ==> test binary_cross_entropy = 0.363082
	Seed 2 ==> test binary_cross_entropy = 0.272460
	Seed 3 ==> test binary_cross_entropy = 0.226135
	Seed 4 ==> test binary_cross_entropy = 0.298599
	Seed 5 ==> test binary_cross_entropy = 0.328809
	Seed 6 ==> test binary_cross_entropy = 0.194977
	Seed 7 ==> test binary_cross_entropy = 0.223320
	Seed 8 ==> test binary_cross_entropy = 0.315227
	Seed 9 ==> test binary_cross_entropy = 0.313781
Overall test binary_cross_entropy = 0.282292 +/- 0.050401
Elapsed time = 0:03:23
